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Patterns for Building Cybersecurity Evals

Eugene Yan · published 21 June 2026

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https://arxiv.org/abs/2408.08926
arxiv.org
https://arxiv.org/abs/2503.17332
arxiv.org
https://www.cve.org/
cve.org
https://en.wikipedia.org/wiki/Common_Vulnerability_Scoring_System
en.wikipedia.org
https://arxiv.org/abs/2506.02548
arxiv.org
https://github.com/google/oss-fuzz
github.com
https://arxiv.org/abs/2605.11086
arxiv.org
https://arxiv.org/abs/2605.14153
arxiv.org
https://arxiv.org/abs/2501.16466
arxiv.org
https://en.wikipedia.org/wiki/2017_Equifax_data_breach
en.wikipedia.org
https://en.wikipedia.org/wiki/Colonial_Pipeline_ransomware_attack
en.wikipedia.org
https://www.anthropic.com/research/smart-contracts
anthropic.com
https://twitter.com/eugeneyan
twitter.com